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--- a/doc/about.rst
+++ b/doc/about.rst
@@ -193,7 +193,8 @@ Donating to the project
~~~~~~~~~~~~~~~~~~~~~~~
If you are interested in donating to the project or to one of our code-sprints, you can use
-the *Paypal* button below or the `NumFOCUS Donations Page <https://www.numfocus.org/support-numfocus.html>`_ (if you use the latter, please indicate that you are donating for the scikit-learn project).
+the `*Paypal* button on upstream website <https://scikit-learn.org/stable/about.html#donating-to-the-project>`_
+or the `NumFOCUS Donations Page <https://www.numfocus.org/support-numfocus.html>`_ (if you use the latter, please indicate that you are donating for the scikit-learn project).
All donations will be handled by `NumFOCUS
<https://numfocus.org/>`_, a non-profit-organization which is
@@ -206,24 +207,6 @@ the project funded and available while i
The received donations for the scikit-learn project mostly will go towards covering travel-expenses
for code sprints, as well as towards the organization budget of the project [#f1]_.
-.. raw :: html
-
- </br></br>
- <form action="https://www.paypal.com/cgi-bin/webscr" method="post"
- target="_top">
- <input type="hidden" name="cmd" value="_s-xclick">
- <input type="hidden" name="hosted_button_id" value="74EYUMF3FTSW8">
- <input type="image"
- src="https://www.paypalobjects.com/en_US/i/btn/btn_donateCC_LG.gif"
- border="0" name="submit" alt="PayPal - The safer, easier way to pay
- online!" style="position: relative;
- left: 40%;">
- <img alt="" border="0"
- src="https://www.paypalobjects.com/en_US/i/scr/pixel.gif" width="1"
- height="1">
- </form>
- </br>
-
.. rubric:: Notes
.. [#f1] Regarding the organization budget in particular, we might use some of the donated funds to pay for other project expenses such as DNS, hosting or continuous integration services.
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